主动模型序列化器 - 提高渲染性能

Question

主动模型序列化器 - 提高渲染性能

jas*_*328 16 serialization json ruby-on-rails active-model-serializers ruby-on-rails-4

我遇到了一个特殊情况,即ActiveModel :: Serializer生成的渲染json非常慢(大约6-8秒).如何提高渲染速度？这是代码.

楷模:

class Comment < ActiveRecord::Base
  has_many :children_comments,
           class_name: 'Comment',
           foreign_key: 'parent_comment_id'

  belongs_to :user
  belongs_to :parent_comment,
             class_name: 'Comment',
             foreign_key: 'parent_comment_id'
end

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串行器:

class CommentSerializer < ActiveModel::Serializer
  include ActionView::Helpers::DateHelper

  attributes :id, :message, :created_at_in_words,
             :created_at, :parent_comment_id
  belongs_to :user
  has_many :children_comments

  def created_at_in_words
    time_ago_in_words(object.created_at) + ' ago'
  end

  def children_comments
    object.children_comments.map do |comment|
      CommentSerializer.new(comment).as_json
    end
  end
end

class UserSerializer < ActiveModel::Serializer
  attributes :id, :name, :avatar_url

  def avatar_url
    object.avatar.url
  end
end

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在我的控制器中我有

  parent_comments = Comment.where(parent_comment_id: nil)

  render status: :ok,
         json: parent_comments,
         each_serializer: CommentSerializer,
         key_transform: :camel_lower

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这是我调用服务器时的部分日志输出.正如您所见,Active Model Serializer需要大约20ms来进行每次查询调用.

Started GET "/comments?lesson_id=420" for ::1 at 2016-09-01 11:09:14 -0400
Processing by Api::CommentsController#index as HTML
  Parameters: {"lesson_id"=>"420"}
  User Load (0.4ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1  ORDER BY "users"."id" ASC LIMIT 1  [["id", 102]]
  Lesson Load (0.5ms)  SELECT  "lessons".* FROM "lessons" WHERE "lessons"."id" = $1  ORDER BY position ASC LIMIT 1  [["id", 420]]
  Comment Load (53.0ms)  SELECT "comments".* FROM "comments" WHERE "comments"."commentable_id" = $1 AND "comments"."commentable_type" = $2 AND "comments"."parent_comment_id" IS NULL  [["commentable_id", 420], ["commentable_type", "Lesson"]]
[active_model_serializers]   User Load (0.5ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (24.6ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41401]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (20.3ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41402]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (22.7ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41403]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (21.6ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41404]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.4ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41405]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (20.5ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41406]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (20.4ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41407]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (20.3ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41408]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.6ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41409]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.7ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41410]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.2ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41411]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.4ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41412]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.8ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41413]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (23.5ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41414]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.1ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41415]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.4ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41416]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (23.7ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41417]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.5ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41418]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.6ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41419]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.7ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41420]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.4ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41421]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.9ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41422]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.6ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41423]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (20.1ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41424]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.8ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41425]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.7ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41426]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.2ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41427]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.6ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41428]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.6ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41429]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.6ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41430]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.9ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41431]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.1ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41432]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.3ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41433]]
[active_model_serializers]   CACHE (0.1ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (21.1ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41434]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.8ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41435]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (21.5ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41436]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.4ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41437]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.8ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41438]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (22.9ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41439]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.7ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41440]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.4ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41441]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.9ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41442]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.8ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41443]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.7ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41444]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.2ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41445]]
[active_model_serializers]   CACHE (0.1ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.7ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41446]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.5ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41447]]
[active_model_serializers]   CACHE (0.1ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.5ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41448]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.1ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41449]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.0ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41450]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.2ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41451]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.3ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41452]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.2ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41453]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.0ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41454]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (22.1ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41455]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (22.1ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41456]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.7ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41457]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.1ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41458]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.2ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41459]]
[active_model_serializers]   CACHE (0.1ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.5ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41460]]
[active_model_serializers]   CACHE (0.1ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (20.1ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41461]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.1ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41462]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.6ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41463]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.1ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41464]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (20.3ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41465]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.6ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41466]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.8ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41467]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.5ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41468]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.3ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41469]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.7ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41470]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.0ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41471]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (20.4ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41472]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.4ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41473]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.0ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41474]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.3ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41475]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.6ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41476]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (19.1ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41477]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.1ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41478]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.8ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41479]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (20.4ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41480]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.2ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41534]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.3ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41535]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.6ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41536]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.8ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41537]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (18.3ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 41538]]
[active_model_serializers] Rendered ActiveModel::Serializer::CollectionSerializer with ActiveModelSerializers::Adapter::Json (3895.33ms)
Completed 200 OK in 4007ms (Views: 1222.1ms | ActiveRecord: 2743.8ms)

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根据Michal的回答,这里有一个来自日志的小样本.

Started GET "/comments?lesson_id=370" for ::1 at 2016-09-02 17:13:06 -0400
Processing by Api::CommentsController#index as HTML
  Parameters: {"lesson_id"=>"370"}
  User Load (0.4ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1  ORDER BY "users"."id" ASC LIMIT 1  [["id", 102]]
  Lesson Load (0.4ms)  SELECT  "lessons".* FROM "lessons" WHERE "lessons"."id" = $1  ORDER BY position ASC LIMIT 1  [["id", 370]]
  Comment Load (23.0ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" IS NULL AND "comments"."commentable_type" = 'Lesson' AND "comments"."commentable_id" = 370
  User Load (0.9ms)  SELECT "users".* FROM "users" WHERE "users"."id" IN (102)
  Comment Load (25.7ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" IN (38641, 38687, 38733)
  CACHE (0.0ms)  SELECT "users".* FROM "users" WHERE "users"."id" IN (102)
[active_model_serializers]   Comment Load (20.3ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 38642]]
[active_model_serializers]   User Load (0.5ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (20.7ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 38643]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]
[active_model_serializers]   Comment Load (30.1ms)  SELECT "comments".* FROM "comments" WHERE "comments"."parent_comment_id" = $1  [["parent_comment_id", 38644]]
[active_model_serializers]   CACHE (0.0ms)  SELECT  "users".* FROM "users" WHERE "users"."id" = $1 LIMIT 1  [["id", 102]]

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我的理论是这样的.我确信children_comments序列化导致了大多数性能问题.因为我必须为每条评论调用children_comments,这会产生级联效果.我想知道我是否可以以改善性能的方式重写代码.

Answer 1

Fre*_*ung 7

您遇到了n + 1查询类型问题.不幸的includes是,这并没有真正帮助你,因为它只能帮助你达到一个级别的关联 - 它避免单独提取顶级评论的孩子,而不是大孩子或曾孙子.

您可以通过将用户ID的用户ID缓存维护到用户对象来优化用户查找(rails缓存缓存原始数据,但会反复重新实例化对象),但为了大大加快这一点,您需要更改方式加载评论.

如果您使用的是支持它的数据库(例如postgresql),那么递归查询是一个选项(有关工作示例,请参阅https://hashrocket.com/blog/posts/recursive-sql-in-activerecord).随着树越来越深,我不知道这种尺度.

如果递归查询不是一个选项,那么有一些方法涉及更改您存储的内容.

一个是物化路径模式.例如,说根评论的id为1,一个孩子的id为101,其中一个孩子的id为426.最后一条评论的路径是1/101/426.它的所有兄弟姐妹都有自己的道路1/101/.这意味着您可以使用类似的查询(最后使用通配符)快速查找子树.在祖先的宝石实现这一点.如果注释被移动,那么您需要重写所有注释子(以及大孩子等)的路径,但这可能与您的用例无关.我认为非常深的树木是有问题的.

另一种是嵌套的设置模式.核心思想是父节点存储其所有子节点及其子节点等的最小和最大id.这允许一次性检索所有这些子节点.另一方面,插入和更新需要重写大量此类数据(比物化路径更重要).多年来已经有各种各样的宝石实现这一点(目前看来是这样awesome_nested_set).

还值得检查一下,你有正确的索引来支持你的查询 - 除非给定父母的评论确实很多,20-30ms对于一个查询似乎相当长.

Answer 2

Mic*_*iak 6

将ActiveRecord查询更改为此

parent_comments = Comment.where(parent_comment_id: nil).includes(:user, children_comments: :user)

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它将摆脱N + 1个查询.

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